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Ning Li's avatar

Sleep Expert

M.S. Student at USTC

"Fish remember nothing, and that is why they are happy."

Ning Li

Age 22 +86 182****9662 ningli03@mail.ustc.edu.cn

A sleep enthusiast who enjoys freedom, lively moments, and happiness—curious about exploring the world while also appreciating a slower pace. INFJ and Libra.

LLMAgentsAgentic RLAI4EduLLM Safety
Ning Li

Education

2025 - Present

University of Science and Technology of China

M.S. Student · Computer Science and Technology

State Key Laboratory of Cognitive Intelligence

2021 - 2025

University of Science and Technology of China

Bachelor's Degree · Computer Science and Technology

Awards

2025

Outstanding Graduate

2024

National Encouragement Scholarship

2023

Outstanding Student Scholarship

Silver Award

Projects & Publications

Paper ACL 2026

LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring

Ning Li, Zheng Zhang, Zhenya Huang, Rui Li, Yi Zhan, Yinbo Luo, Qi Liu, Enhong Chen

A benchmark for evaluating large language models in long-term personalized tutoring, covering evidence acquisition, knowledge-state diagnosis, and adaptive instruction.

Paper IEEE TKDE 2026

The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation

Zheng Zhang, Ning Li, Qi Liu, Rui Li, Weibo Gao, Qingyang Mao, Zhenya Huang, Baosheng Yu, Dacheng Tao

An investigation of how retrieval-augmented generation, model scale, retrievers, and retrieval sources affect fairness in large language models.

Paper ACL 2026

Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees

Zheng Zhang, Qi Liu, Siyuan Liang, Ning Li, Zirui Hu, Weibo Gao, Rui Li, Zhenya Huang, Leszek Rutkowski, Baosheng Yu, Dacheng Tao

A statistically grounded data-contamination detection method with controllable false discovery rates for more reliable LLM evaluation.

Project

CODIA Intelligent Programming Education Platform

USTC · State Key Laboratory of Cognitive Intelligence

An intelligent programming education platform for students and instructors, integrating online coding, problem sets, automated assessment, assignment and exam management, competency analytics, and an AI coding tutor.

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